Based on the steepest descent method and the conjugate gradient method, a hybrid algorithm is proposed in this paper, and its global convergence is proved.
将最速下降法与共轭梯度法有机结合起来,构造出一种混合优化算法,并证明其全局收敛性。
Experimental results show that if the parameters are assumed reasonably, the hybrid algorithm has higher stability, localization rate and localization precision than GA and quasi-Newton method.
仿真结果表明,在参数设置合理的前提下,相比遗传算法和拟牛顿法,该混合算法性能稳定,具有较快的定位速度和较高的定位精度。
Detailed model of the hybrid algorithm is presented.
论文给出了混合算法模型的设计。
The parallel hybrid algorithm is implemented on an MIMD Platform.
这种并行混合学习算法已经在多指令流多数据流(MIMD)平台实现。
A hybrid algorithm combining ant colony system with multi-choice Knapsack problem was proposed.
提出了一种蚁群系统与多选择背包问题融合的算法。
The experiment results show that the hybrid algorithm is an effective stochastic optimal method.
试验结果表明,该算法是一种有效的随机优化算法。
The hybrid algorithm can be effectively used in short time load forecasting of the power system.
该算法可有效用于电力系统的短期负荷预测。
The hybrid algorithm includes an optimal selection cluster algorithm and a second-order algorithm.
该混合算法包括优选聚类算法和新型二阶学习算法。
Otherwise, the hybrid algorithm can avoid trapping in local optimum and does not need initial feasible solution.
另外,该算法可有效避免陷入局部最优,也不要求提供初始可行解。
A class of relaxation hybrid algorithm is defined to add varying relaxation factors into the iteration polynomials.
本文通过在迭代多项式中加入变化的松弛因子定义了一类松弛混合算法。
In this paper we present a novel hybrid algorithm based on attribute reduction of RS and classification principles of SVM.
结合粗糙集的属性约简和支持向量机的分类机理,提出了一种混合算法。
The hybrid algorithm integrates adaptive thresholding and connected-components analysis into one pass of image processing.
该算法将自适应取阈方法和连通分量分析方法集成于一次图像扫描处理中实现。
The results indicated the hybrid algorithm can improve significantly the efficiency of GA for solving nonlinear optimization.
经验证,该混合算法可以显著提高遗传算法的运行效率和优化性能。
According to the above analyses, a hybrid algorithm for image zooming based on stair thinning is proposed to decrease the artifacts.
根据上述分析,本论文提出了基于阶梯细化的图像放大算法。
The proposed hybrid algorithm had the global search ability of chaotic search as well as local search ability of pattern search method.
该优化算法具有混沌优化的全局搜索能力,而模式搜索法则加快了局部寻优性能。
The hybrid algorithm first filters an image using mean shift technique and then segments the image with graph based segmentation algorithm.
混合算法首先利用均值漂移技术对图像进行滤波,然后再使用图分割算法对图像进行分割。
The applications of hybrid algorithm based on GA-BP and rough set theory in the fault diagnosis of power transformer are studied in this paper.
本文研究了GA -BP混合算法和粗糙理论在电力变压器故障诊断中的应用。
In order to improve its performance, the paper puts forward a hybrid algorithm which blends the PSO algorithm and simulated annealing algorithm.
为了提高优化性能,将粒子群算法和模拟退火算法结合,得到了粒子群-模拟退火混合调度算法。
A hybrid algorithm combined heuristic method and simulated annealing was presented in this paper for layout optimization with Performance constraints.
本文提出了以启发式方法和模拟退火算法相结合的混合算法,可用于带性能约束的布局优化设计问题。
To improve the efficiency and robustness of constraint solving algorithms, a hybrid algorithm to integrate chaos method into BFGS algorithm was proposed.
为了提高约束求解的效率和鲁棒性,提出了一个将混沌方法嵌入BFGS算法的约束求解混和算法。
The hybrid algorithm based on GA and BP algorithm has both rapid local searching ability derived from BP and better global searching ability derived from GA.
构建了一种基于GA -BP的混合遗传算法来综合遗传算法的全局优化能力和BP神经网络的快速收敛能力。
Genetic-saving hybrid algorithm constructed in this paper is a double -deck pseudo-parallel structure. It makes the best of search methods in different fields.
本文构造的遗传节约混合算法是一个两层的伪并行搜索结构,充分利用了不同的领域搜索方法。
A hybrid algorithm for topology optimization of trusses with discrete variables is developed which combines relative difference quotient algorithm with chaos optimization.
将相对差商法和混沌优化结合起来,形成求解离散变量桁架结构拓扑优化设计的混合算法。
A hybrid algorithm for topology optimization of trusses with discrete variables is developed which combines relative difference quotient algorithm with chaos optimization.
将相对差商法和混沌优化结合起来,形成求解离散变量桁架结构拓扑优化设计的混合算法。
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